Using and Finetuning Pretrained Transformers

What are the different ways to use and finetune pretrained large language models (LLMs)? The most common ways to use and finetune pretrained LLMs include a feature-based approach, in-context prompting, and updating a subset of the model parameters.

context feature finetuning language language models large language large language models llms parameters prompting transformers